The 5 Levels Of Text Splitting For Retrieval

Get Code: https://fullstackretrieval.com/
Get updates from me: https://mail.gregkamradt.com/

* https://www.chunkviz.com/

Greg’s Info:
- Twitter: https://twitter.com/GregKamradt
- Newsletter: https://mail.gregkamradt.com/
- Website: https://gregkamradt.com/
- LinkedIn: https://www.linkedin.com/in/gregkamradt/
- Work with me: https://tiny.one/TEi2HhN
- Contact Me: Twitter DM, LinkedIn Message, or contact@dataindependent.com

Outline:
0:00 - Intro
3:42 - Theory
6:57 - Level 1: Character Split
16:04 - Level 2: Recursive Character Split
20:59 - Level 3: Document Specific Splitting
32:10 - Level 4: Semantic Splitting (With Embeddings)
48:02 - Level 5: Agentic Splitting
1:02:47 …

bonus document embeddings greg intro linkedin recursive representation semantic theory twitter